Week 7

import plotly.express as px
import plotly.io as pio

pio.renderers.default = "notebook"

url = "https://raw.githubusercontent.com/plotly/datasets/master/2011_us_ag_exports.csv"

import pandas as pd

df = pd.read_csv(url)
df.head(5)

	code	state	category	total exports	beef	pork	poultry	dairy	fruits fresh	fruits proc	total fruits	veggies fresh	veggies proc	total veggies	corn	wheat	cotton
0	AL	Alabama	state	1390.63	34.4	10.6	481.0	4.06	8.0	17.1	25.11	5.5	8.9	14.33	34.9	70.0	317.61
1	AK	Alaska	state	13.31	0.2	0.1	0.0	0.19	0.0	0.0	0.00	0.6	1.0	1.56	0.0	0.0	0.00
2	AZ	Arizona	state	1463.17	71.3	17.9	0.0	105.48	19.3	41.0	60.27	147.5	239.4	386.91	7.3	48.7	423.95
3	AR	Arkansas	state	3586.02	53.2	29.4	562.9	3.53	2.2	4.7	6.88	4.4	7.1	11.45	69.5	114.5	665.44
4	CA	California	state	16472.88	228.7	11.1	225.4	929.95	2791.8	5944.6	8736.40	803.2	1303.5	2106.79	34.6	249.3	1064.95

df['exports_coton'] = df['cotton'] > 0
df.head(5)

	code	state	category	total exports	beef	pork	poultry	dairy	fruits fresh	fruits proc	total fruits	veggies fresh	veggies proc	total veggies	corn	wheat	cotton	exports_coton
0	AL	Alabama	state	1390.63	34.4	10.6	481.0	4.06	8.0	17.1	25.11	5.5	8.9	14.33	34.9	70.0	317.61	True
1	AK	Alaska	state	13.31	0.2	0.1	0.0	0.19	0.0	0.0	0.00	0.6	1.0	1.56	0.0	0.0	0.00	False
2	AZ	Arizona	state	1463.17	71.3	17.9	0.0	105.48	19.3	41.0	60.27	147.5	239.4	386.91	7.3	48.7	423.95	True
3	AR	Arkansas	state	3586.02	53.2	29.4	562.9	3.53	2.2	4.7	6.88	4.4	7.1	11.45	69.5	114.5	665.44	True
4	CA	California	state	16472.88	228.7	11.1	225.4	929.95	2791.8	5944.6	8736.40	803.2	1303.5	2106.79	34.6	249.3	1064.95	True

fig = px.choropleth(df,
                    locationmode="USA-states",
                    locations="code",
                    scope="usa",
                    color="exports_coton",
                    title="States exporting cotton",
                    color_discrete_sequence = ["red", "lightgray"],
                    hover_name="state",
                    hover_data={"exports_coton": False, "code": False}
)

fig.update_layout(showlegend=False)

fig.show()

df["veggie_perc"] = (df["total veggies"]/df["total exports"])*100
df.head(5)

	code	state	category	total exports	beef	pork	poultry	dairy	fruits fresh	fruits proc	total fruits	veggies fresh	veggies proc	total veggies	corn	wheat	cotton	exports_coton	veggie_perc
0	AL	Alabama	state	1390.63	34.4	10.6	481.0	4.06	8.0	17.1	25.11	5.5	8.9	14.33	34.9	70.0	317.61	True	1.030468
1	AK	Alaska	state	13.31	0.2	0.1	0.0	0.19	0.0	0.0	0.00	0.6	1.0	1.56	0.0	0.0	0.00	False	11.720511
2	AZ	Arizona	state	1463.17	71.3	17.9	0.0	105.48	19.3	41.0	60.27	147.5	239.4	386.91	7.3	48.7	423.95	True	26.443270
3	AR	Arkansas	state	3586.02	53.2	29.4	562.9	3.53	2.2	4.7	6.88	4.4	7.1	11.45	69.5	114.5	665.44	True	0.319295
4	CA	California	state	16472.88	228.7	11.1	225.4	929.95	2791.8	5944.6	8736.40	803.2	1303.5	2106.79	34.6	249.3	1064.95	True	12.789445

fig = px.choropleth(df,
                    locationmode="USA-states",
                    scope="usa",
                    locations="code",
                    color="veggie_perc",
                    color_continuous_scale='tempo',
                    hover_name="state",
                    hover_data={"code": False, "veggie_perc": ':.2f'},
                    title="Percange of vegetable in agricultural exports",
                    labels={"veggie_perc": "veggies %"}
                   )

fig.show()

dir(px.colors.sequential)

['Aggrnyl',
 'Aggrnyl_r',
 'Agsunset',
 'Agsunset_r',
 'Blackbody',
 'Blackbody_r',
 'Bluered',
 'Bluered_r',
 'Blues',
 'Blues_r',
 'Blugrn',
 'Blugrn_r',
 'Bluyl',
 'Bluyl_r',
 'Brwnyl',
 'Brwnyl_r',
 'BuGn',
 'BuGn_r',
 'BuPu',
 'BuPu_r',
 'Burg',
 'Burg_r',
 'Burgyl',
 'Burgyl_r',
 'Cividis',
 'Cividis_r',
 'Darkmint',
 'Darkmint_r',
 'Electric',
 'Electric_r',
 'Emrld',
 'Emrld_r',
 'GnBu',
 'GnBu_r',
 'Greens',
 'Greens_r',
 'Greys',
 'Greys_r',
 'Hot',
 'Hot_r',
 'Inferno',
 'Inferno_r',
 'Jet',
 'Jet_r',
 'Magenta',
 'Magenta_r',
 'Magma',
 'Magma_r',
 'Mint',
 'Mint_r',
 'OrRd',
 'OrRd_r',
 'Oranges',
 'Oranges_r',
 'Oryel',
 'Oryel_r',
 'Peach',
 'Peach_r',
 'Pinkyl',
 'Pinkyl_r',
 'Plasma',
 'Plasma_r',
 'Plotly3',
 'Plotly3_r',
 'PuBu',
 'PuBuGn',
 'PuBuGn_r',
 'PuBu_r',
 'PuRd',
 'PuRd_r',
 'Purp',
 'Purp_r',
 'Purples',
 'Purples_r',
 'Purpor',
 'Purpor_r',
 'Rainbow',
 'Rainbow_r',
 'RdBu',
 'RdBu_r',
 'RdPu',
 'RdPu_r',
 'Redor',
 'Redor_r',
 'Reds',
 'Reds_r',
 'Sunset',
 'Sunset_r',
 'Sunsetdark',
 'Sunsetdark_r',
 'Teal',
 'Teal_r',
 'Tealgrn',
 'Tealgrn_r',
 'Turbo',
 'Turbo_r',
 'Viridis',
 'Viridis_r',
 'YlGn',
 'YlGnBu',
 'YlGnBu_r',
 'YlGn_r',
 'YlOrBr',
 'YlOrBr_r',
 'YlOrRd',
 'YlOrRd_r',
 '__all__',
 '__builtins__',
 '__cached__',
 '__doc__',
 '__file__',
 '__loader__',
 '__name__',
 '__package__',
 '__spec__',
 '_cols',
 '_contents',
 '_k',
 '_swatches',
 '_swatches_continuous',
 'algae',
 'algae_r',
 'amp',
 'amp_r',
 'deep',
 'deep_r',
 'dense',
 'dense_r',
 'gray',
 'gray_r',
 'haline',
 'haline_r',
 'ice',
 'ice_r',
 'matter',
 'matter_r',
 'solar',
 'solar_r',
 'speed',
 'speed_r',
 'swatches',
 'swatches_continuous',
 'tempo',
 'tempo_r',
 'thermal',
 'thermal_r',
 'turbid',
 'turbid_r']

Requests

import requests

r = requests.get("https://mth548.org")

r.status_code

200

r.headers

{'Connection': 'keep-alive', 'Content-Length': '5720', 'Server': 'GitHub.com', 'Content-Type': 'text/html; charset=utf-8', 'Last-Modified': 'Mon, 14 Mar 2022 04:48:06 GMT', 'Access-Control-Allow-Origin': '*', 'ETag': 'W/"622ec906-47c3"', 'expires': 'Mon, 14 Mar 2022 16:18:51 GMT', 'Cache-Control': 'max-age=600', 'Content-Encoding': 'gzip', 'x-proxy-cache': 'MISS', 'X-GitHub-Request-Id': '558E:3767:1056:1C8E:622F6893', 'Accept-Ranges': 'bytes', 'Date': 'Mon, 14 Mar 2022 16:57:52 GMT', 'Via': '1.1 varnish', 'Age': '38', 'X-Served-By': 'cache-lga21936-LGA', 'X-Cache': 'HIT', 'X-Cache-Hits': '2', 'X-Timer': 'S1647277072.030969,VS0,VE0', 'Vary': 'Accept-Encoding', 'X-Fastly-Request-ID': '9a480e34b03c553fb81bcdc1674fa05c38ffbc55'}

dict(r.headers)

{'Connection': 'keep-alive',
 'Content-Length': '5720',
 'Server': 'GitHub.com',
 'Content-Type': 'text/html; charset=utf-8',
 'Last-Modified': 'Mon, 14 Mar 2022 04:48:06 GMT',
 'Access-Control-Allow-Origin': '*',
 'ETag': 'W/"622ec906-47c3"',
 'expires': 'Mon, 14 Mar 2022 16:18:51 GMT',
 'Cache-Control': 'max-age=600',
 'Content-Encoding': 'gzip',
 'x-proxy-cache': 'MISS',
 'X-GitHub-Request-Id': '558E:3767:1056:1C8E:622F6893',
 'Accept-Ranges': 'bytes',
 'Date': 'Mon, 14 Mar 2022 16:57:52 GMT',
 'Via': '1.1 varnish',
 'Age': '38',
 'X-Served-By': 'cache-lga21936-LGA',
 'X-Cache': 'HIT',
 'X-Cache-Hits': '2',
 'X-Timer': 'S1647277072.030969,VS0,VE0',
 'Vary': 'Accept-Encoding',
 'X-Fastly-Request-ID': '9a480e34b03c553fb81bcdc1674fa05c38ffbc55'}

print(r.text)

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<ul class="current">
<li class="toctree-l1 current"><a class="current reference internal" href="#">MTH 448/548 Syllabus</a><ul>
<li class="toctree-l2"><a class="reference internal" href="#class-meetings">Class meetings</a></li>
<li class="toctree-l2"><a class="reference internal" href="#instructor">Instructor</a></li>
<li class="toctree-l2"><a class="reference internal" href="#prerequisites">Prerequisites</a></li>
<li class="toctree-l2"><a class="reference internal" href="#learning-outcomes">Learning Outcomes</a></li>
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<li class="toctree-l3"><a class="reference internal" href="#project-reports">Project Reports</a></li>
<li class="toctree-l3"><a class="reference internal" href="#weekly-digests">Weekly digests</a></li>
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<li class="toctree-l2"><a class="reference internal" href="#incomplete-grades">Incomplete Grades</a></li>
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<li class="toctree-l1"><a class="reference internal" href="useful_links.html">Useful links</a></li>
</ul>
<p class="caption" role="heading"><span class="caption-text">Schedule</span></p>
<ul>
<li class="toctree-l1"><a class="reference internal" href="Schedule/week_0.html">Preliminaries</a></li>
<li class="toctree-l1"><a class="reference internal" href="Schedule/week_1.html">Week 1 (1/31-2/6)</a></li>
<li class="toctree-l1"><a class="reference internal" href="Schedule/week_2.html">Week 2 (2/7-2/13)</a></li>
<li class="toctree-l1"><a class="reference internal" href="Schedule/week_3.html">Week 3 (2/14-2/20)</a></li>
<li class="toctree-l1"><a class="reference internal" href="Schedule/week_4.html">Week 4 (2/21-2/27)</a></li>
<li class="toctree-l1"><a class="reference internal" href="Schedule/week_5.html">Week 5 (2/28-3/6)</a></li>
<li class="toctree-l1"><a class="reference internal" href="Schedule/week_6.html">Week 6 (3/7-3/13)</a></li>
<li class="toctree-l1"><a class="reference internal" href="Schedule/week_7.html">Week 7 (3/14-3/20)</a></li>
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<li class="toctree-l1"><a class="reference internal" href="Tools/Numpy/numpy_toc.html">Numpy</a></li>
<li class="toctree-l1"><a class="reference internal" href="Tools/Pandas/pandas_toc.html">Pandas</a></li>
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<ul>
<li class="toctree-l1"><a class="reference internal" href="Projects/mnist_with_knn/mnist_with_knn.html">Project: Recognizing digits with k-NN</a></li>
<li class="toctree-l1"><a class="reference internal" href="Projects/mnist_with_k_means/mnist_with_k_means.html">Project: MNIST with k-means</a></li>
<li class="toctree-l1"><a class="reference internal" href="Projects/baby_names/baby_names.html">Project: Baby names</a></li>
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<section id="mth-448-548-syllabus">
<h1>MTH 448/548 Syllabus<a class="headerlink" href="#mth-448-548-syllabus" title="Permalink to this headline">¶</a></h1>
<section id="class-meetings">
<h2>Class meetings<a class="headerlink" href="#class-meetings" title="Permalink to this headline">¶</a></h2>
<div class="line-block">
<div class="line">Mon Wed 12:00-1:50 PM</div>
<div class="line">250 Mathematics Building</div>
</div>
</section>
<section id="instructor">
<h2>Instructor<a class="headerlink" href="#instructor" title="Permalink to this headline">¶</a></h2>
<div class="line-block">
<div class="line">Bernard Badzioch</div>
<div class="line"><strong>E-mail:</strong> <a class="reference external" href="mailto:badzioch&#37;&#52;&#48;buffalo&#46;edu">badzioch<span>&#64;</span>buffalo<span>&#46;</span>edu</a></div>
<div class="line"><strong>Office Hours:</strong> Wed 5:30-7:00 PM on MTH 448/548 Discord server.</div>
</div>
</section>
<section id="prerequisites">
<h2>Prerequisites<a class="headerlink" href="#prerequisites" title="Permalink to this headline">¶</a></h2>
<p>This course assumes that you have some experience with programming in Python, and
with such Python libraries as matplotlib or numpy (although we will start the course
with a review of numpy). I will also assume that you are familiar with Jupyter Notebook:
code cells, markdown cells etc. If you have not used Jupyter Notebook before, install
the Anaconda distribution (see below), which Jupyter Notebook is a part of, and get
acquainted with it. Feel free to let me know if you have any questions.</p>
</section>
<section id="learning-outcomes">
<h2>Learning Outcomes<a class="headerlink" href="#learning-outcomes" title="Permalink to this headline">¶</a></h2>
<p>After taking this course you should be able to:</p>
<ul class="simple">
<li><p>Understand various common formats of data (csv, html, xml, json, SQL databases etc.) and how to use them.</p></li>
<li><p>Manipulate data using such tools as numpy, pandas, json, BeautifulSoup, SQL etc.</p></li>
<li><p>Visualize data using matplotlib, seaborn and plotly.</p></li>
<li><p>Apply some machine learning methods to analyze data.</p></li>
<li><p>Describe in writing results of data exploration and analysis.</p></li>
</ul>
</section>
<section id="course-resources">
<h2>Course Resources<a class="headerlink" href="#course-resources" title="Permalink to this headline">¶</a></h2>
<p><strong>Laptop.</strong> We will be writing code during all class meetings. For this reason you need
to bring a laptop to each class. Any operating system (Windows/Mac/Linux) is fine.</p>
<p><strong>Software.</strong> We will be using the <a class="reference external" href="https://www.anaconda.com/products/individual#Downloadstarget=&quot;_blank&quot;">Anaconda distribution of Python 3.9</a>.
This is free software. Even if you have Python already installed on your computer you should install this
distribution since it includes Jupyter Notebook and several Python libraries we will need.
If you have a previous version of Python installed, please upgrade it so you don’t run into
possible compatibility issues.</p>
<p><strong>Discord server.</strong>  You should have received an invitation link to the MTH 448/548 Discord server in
the email with course information. If you don’t have this link, let me know.</p>
<p>The Discord server will be used for office hours. Please also use it to post course related questions
instead of emailing them to me. This will help other students who may have the same questions.
If you notice a question on Discord that you know the answer to, feel free to respond. For personal issues,
regarding your grade etc., contact me directly either by email or by a direct message on Discord.</p>
<p><strong>Textbook.</strong> There is no required textbook. There are a lot of online resources (documentation
of Python libraries etc.) that may be helpful in this course. Some of them are listed on
the <a class="reference internal" href="useful_links.html"><span class="doc">Useful Links</span></a> page.</p>
<p><strong><a href="https://ublearns.buffalo.edu">UBLearns</a> </strong> will be used for submitting project reports.</p>
</section>
<section id="grading">
<h2>Grading<a class="headerlink" href="#grading" title="Permalink to this headline">¶</a></h2>
<p>There will be no exams in this course. Instead, grades will be assigned based on
the following components:</p>
<blockquote>
<div><ul class="simple">
<li><p>Project Reports 90%</p></li>
<li><p>Weekly digests 10%</p></li>
</ul>
</div></blockquote>
<section id="project-reports">
<h3>Project Reports<a class="headerlink" href="#project-reports" title="Permalink to this headline">¶</a></h3>
<p>One the main components of this course will be exploratory projects. You will be
working on them largely independently, using mathematical and computing tools.
The outcome of your work on each project will be a project report that you will
submit for grading.</p>
<p>Each report will be graded on the A-F scale. Extra credit (a grade of A+) may
be assigned for an outstanding work. Some projects will require more effort than
others. To reflect it, each project will have a weight of up to 10 points,
with 10 points for more work-intensive projects, and fewer points for shorter
ones. The cumulative grade for all reports will be computed by:</p>
<ol class="arabic simple">
<li><p>converting the letter grade for each report into credits (A = 4.0, A- = 3.67, B+ = 3.33 etc.);</p></li>
<li><p>multiplying credits for each report by the report weight and adding all these
products;</p></li>
<li><p>dividing the resulting number by the sum of weights for all reports;</p></li>
<li><p>converting the number obtained in step 3 to a letter grade.</p></li>
</ol>
<p>Reports will be submitted via UBLearns. Late reports will not be accepted.
More information about project reports is posted
<a class="reference internal" href="report_guide.html"><span class="doc">here</span></a>.</p>
</section>
<section id="weekly-digests">
<h3>Weekly digests<a class="headerlink" href="#weekly-digests" title="Permalink to this headline">¶</a></h3>
<p><strong>Weekly digest.</strong> Each week you will be asked to submit
a short (2-3 sentences) writeup on your study from the previous week.
For example, you can write:</p>
<ul class="simple">
<li><p>what topics you have found interesting (or boring)</p></li>
<li><p>what topics you have found difficult (or easy)</p></li>
<li><p>how you feel about the course</p></li>
<li><p>anything else you want to share.</p></li>
</ul>
<p>You will be also asked to submit a question (or questions) regarding the course.</p>
<p>You can receive up to 10% credit for these writeups. You can miss one
such assignment without loosing any credit, but your weekly digest credit will be
lowered by 2% for each subsequent missed assignment (i.e. from 10% to 8% etc.).</p>
<p>I may award extra credit to students who are especially active in the course.</p>
</section>
</section>
<section id="incomplete-grades">
<h2>Incomplete Grades<a class="headerlink" href="#incomplete-grades" title="Permalink to this headline">¶</a></h2>
<p>See the UB Catalog for the <a class="reference external" href="https://catalog.buffalo.edu/policies/explanation.html">UB Incomplete Policy</a>.</p>
</section>
<section id="academic-integrity">
<h2>Academic Integrity<a class="headerlink" href="#academic-integrity" title="Permalink to this headline">¶</a></h2>
<p>See the UB Catalog for the <a class="reference external" href="https://catalog.buffalo.edu/policies/integrity.html">UB Academic Integrity Policy</a>.</p>
</section>
<section id="accessibility-resources">
<h2>Accessibility Resources<a class="headerlink" href="#accessibility-resources" title="Permalink to this headline">¶</a></h2>
<p>If you need accommodations due to a physical or learning disability please contact the
<a class="reference external" href="https://www.buffalo.edu/studentlife/who-we-are/departments/accessibility.html">UB Accessibility Resources Office</a>
to make appropriate arrangements.</p>
</section>
</section>


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Directory of math graduate students

grad_url = "http://www.buffalo.edu/cas/math/people/grad-directory.html"

grads = requests.get(grad_url).text

grads

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" width="680" class="img-680 cq-dd-image lazyload" data-src="/content/cas/math/people/grad-directory/jcr%3acontent/par/image.img.680.auto.jpg/1629919606956.jpg" data-srcset="/content/cas/math/people/grad-directory/jcr:content/par/image.img.1360.auto.q65.jpg/1629919606956.jpg 2x"></picture><script>jQuery(\'picture.no-display\').removeClass(\'no-display\');</script><!-- <span data-sly-test="false" class="aria-hidden"></span> --></div></div><div class="title section"><h2 onpaste="onPasteFilterPlainText(event)" id="top"> Mathematics Graduate Student Directory 2021-2022 </h2></div><div class="introtext text parbase section"><p><a href="#letter_a">A</a> | <a href="#letter_b">B</a> | <a href="#letter_c">C</a> | <a href="#letter_d">D</a> | E | <a href="#letter_f">F</a> | <a href="#letter_g">G</a> | <a href="#letter_h">H</a> | I | <a href="#letter_j">J</a> | <a href="#letter_h">K</a> | <a href="#letter_l">L</a> | <a href="#letter_m">M</a> | <a href="#letter_n">N</a> | <a href="#letter_o">O</a> | <a href="#letter_p">P</a> | Q | <a href="#letter_r">R</a> | <a href="#letter_s">S</a> | <a href="#letter_t">T</a> | <a href="#letter_u">U</a> | <a href="#letter_v">V</a> | <a href="#letter_w">W</a> | <a href="#letter_x">X</a> | <a href="#letter_y">Y</a> | <a href="#letter_z">Z</a></p></div><div class="hr hrline" style="clear:left"></div><div class="text parbase section"><p><i>Offices as listed are in the Mathematics Building, North Campus.</i></p></div><div class="hr hrline" style="clear:left"></div><div class="title section"><h2 onpaste="onPasteFilterPlainText(event)" id="title_3"> A </h2></div><div class="text parbase section"><p><b>Abeya Ranasinghe Mudiyanselage, Asela V.</b><br/> Office: 138&nbsp; Phone: 645-8823<br/> Email: <a href="mailto:aselavir@buffalo.edu">aselavir@buffalo.edu</a></p><p><b>Ahn, Min Woong</b><br/> Office: 126&nbsp; Phone: 645-8816<br/> Email:&nbsp;<a href="mailto:minwoong@buffalo.edu">minwoong@buffalo.edu</a></p><p><b>Alegria, Linda</b><br/> Office: 138 Phone: 645-8823<br/> Email: <a href="mailto:lindaale@buffalo.edu">lindaale@buffalo.edu</a><br/></p></div><div class="hr hrline" style="clear:left"></div><div class="title section"><h2 onpaste="onPasteFilterPlainText(event)" id="letter_b"> B </h2></div><div class="text parbase section"><p><b>Betz, Katherine</b><br/> Office: 132 Phone: 645-8820<br/> Email: <a href="mailto:kbetz2@buffalo.edu">kbetz2@buffalo.edu</a></p><p><b>Bhaumik, Jnanajyoti</b><br/> Office: 129 Mathematics Building<br/> Phone: 645-8817<br/> Email: <a href="mailto:jnanajyo@buffalo.edu">jnanajyo@buffalo.edu</a></p><p>&nbsp;</p></div><div class="calltoaction section"><span class="teaser teaser-inline calltoaction-style-small"> <a href="#top"> <span class="teaser-inner"> <span class="teaser-title">back to top</span> </span> </a> </span></div><div class="hr hrline" style="clear:left"></div><div class="title section"><h2 onpaste="onPasteFilterPlainText(event)" id="letter_c"> C </h2></div><div class="text parbase section"><p><b>Cain Charles</b><br/> Email: <a href="mailto:ccain2@buffalo.edu">ccain2@buffalo.edu</a></p><p><b>Casper, Michael<br/> </b> Office: 222&nbsp; Phone: 645-8779<br/> Email: <a href="mailto:mjcasper@buffalo.edu">mjcasper@buffalo.edu</a></p><p><b>Chang, Hong<br/> </b> Office: 136 Phone: 645-8821<br/> Email: <a href="mailto:hchang24@buffalo.edu">hchang24@buffalo.edu</a></p><p><b>Chen, Yen-Lin<br/> </b> Office: 125 Phone: 645-8815<br/> Email: <a href="mailto:yenlinch@buffalo.edu">yenlinch@buffalo.edu</a><br/></p><p><b>Cheuk, Ka Yue<br/> </b> Office: 140 Phone: 645-8825<br/> Email: <a href="mailto:kayueche@buffalo.edu">kayueche@buffalo.edu</a></p><p><b>Cosgrove, Gage (Makenzie)<br/> </b> Office: 139 Phone: 645-8824<br/> Email: <a href="mailto:gagecosg@buffalo.edu">gagecosg@buffalo.edu</a></p><p>&nbsp;</p></div><div class="hr hrline" style="clear:left"></div><div class="calltoaction section"><span class="teaser teaser-inline calltoaction-style-small"> <a href="#top"> <span class="teaser-inner"> <span class="teaser-title">back to top</span> </span> </a> </span></div><div class="title section"><h2 onpaste="onPasteFilterPlainText(event)" id="letter_d"> D </h2></div><div class="title section"><h2 onpaste="onPasteFilterPlainText(event)" id="letter_e"> E </h2></div><div class="text parbase section"><p><b>Engelhardt, Carolyn<br/> </b> Email: <a href="mailto:cengelha@buffalo.edu">cengelha@buffalo.edu</a><br/></p></div><div class="title section"><h2 onpaste="onPasteFilterPlainText(event)" id="letter_f"> F </h2></div><div class="text parbase section"><p><b>Fonseca dos Reis, Elohim<br/> </b> Office: 313&nbsp; Phone: 645-8804<br/> Email: <a href="mailto:elohimfo@buffalo.edu">elohimfo@buffalo.edu</a></p></div><div class="title section"><h2 onpaste="onPasteFilterPlainText(event)" id="letter_g"> G </h2></div><div class="text parbase section"><p><b>Gkogkou, Aikaterini</b><br/> Office: 129&nbsp; Phone: 645-8817<br/> Email:&nbsp;<a href="mailto:agkogkou@buffalo.edu">agkogkou@buffalo.edu</a></p></div><div class="title section"><h2 onpaste="onPasteFilterPlainText(event)" id="letter_h"> H </h2></div><div class="text parbase section"><p><b>Haverlick, Justin<br/> </b> Office: 140&nbsp; Phone: 645-8825<br/> Email: <a href="mailto:jmhaverl@buffalo.edu">jmhaverl@buffalo.edu</a></p><p><b>Herron, Amy</b><br/> Office: 135&nbsp;&nbsp;<br/> Email:&nbsp;<a href="mailto:ajherron@buffalo.edu">ajherron@buffalo.edu</a></p><p><b>Hovland, Seth</b><br/> Office: 130&nbsp; Phone: 645-8818<br/> Email: <a href="mailto:sethhovl@buffalo.edu">sethhovl@buffalo.edu</a></p><p><b>Hung, Tsz Fun</b><br/> Office: 137&nbsp; Phone: 645-8822<br/> Email: <a href="mailto:tszfunhu@buffalo.edu">tszfunhu@buffalo.edu</a></p><p><b>Hutchings, Raymond</b><br/> Office: 140&nbsp; 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Phone: 645-8817<br/> Email: <a href="mailto:dmitriki@buffalo.edu">dmitriki@buffalo.edu</a><br/></p></div><div class="calltoaction section"><span class="teaser teaser-inline calltoaction-style-small"> <a href="#top"> <span class="teaser-inner"> <span class="teaser-title">back to top</span> </span> </a> </span></div><div class="title section"><h2 onpaste="onPasteFilterPlainText(event)" id="letter_l"> L </h2></div><div class="text parbase section"><p><b>Le, Minh Quang</b><br/> Office: 131&nbsp; Phone: 645-8819<br/> Email: <a href="mailto:minhquan@buffalo.edu">minhquan@buffalo.edu</a></p><p><b>Leonard, Dakota</b><br/> Office: 131&nbsp; Phone: 645-8819<br/> Email: <a href="mailto:dl42@buffalo.edu">dl42@buffalo.edu</a></p><p><b>Liao, Chang-Chih</b><br/> Office: 138&nbsp; Phone: 645-8823<br/> Email: <a href="mailto:cliao9@buffalo.edu">cliao9@buffalo.edu</a></p><p><b>Liao, Yanzhan</b><br/> Office: 140 Phone: 645-8825<br/> Email: <a href="mailto:yanzhanl@buffalo.edu">yanzhanl@buffalo.edu</a></p><p><b>Liu, Ruodan</b><br/> Office: 135 Phone: 645-8832<br/> Email: <a href="mailto:rliu8@buffalo.edu">rliu8@buffalo.edu</a></p><p><b>Liu,Tianmou<br/> </b> Office: 136 Phone: 645-8821<br/> Email: <a href="mailto:tianmoul@buffalo.edu">tianmoul@buffalo.edu</a></p><p><b>Liu, Yuan</b><br/> Office: 135 Phone: 645-8832<br/> Email: <a href="mailto:yuanliu@buffalo.edu">yuanliu@buffalo.edu</a></p><p>&nbsp;</p></div><div class="calltoaction section"><span class="teaser teaser-inline calltoaction-style-small"> <a href="#top"> <span class="teaser-inner"> <span class="teaser-title">back to top</span> </span> </a> </span></div><div class="title section"><h2 onpaste="onPasteFilterPlainText(event)" id="letter_m"> M </h2></div><div class="text parbase section"><p><b>Ma, Ning<br/> </b> Office: 125&nbsp; Phone: 645-8815<br/> Email: <a href="mailto:nma22@buffalo.edu">nma22@buffalo.edu</a><br/></p><p><b>Ma, Renda<br/> </b> Office: 125&nbsp; Phone: 645-8815<br/> Email: <a href="mailto:rendama@buffalo.edu">rendama@buffalo.edu</a></p><p><b>Ma, Yuqing</b><br/> Office: 138&nbsp; Phone: 645-8823&nbsp;<br/> Email: <a href="mailto:yuqingma@buffalo.edu">yuqingma@buffalo.edu</a></p><p><b>Meng, Lingqi<br/> </b> Office: 130 Phone: 645-8818<br/> Email: <a href="mailto:lingqime@buffalo.edu">lingqime@buffalo.edu</a></p><p><b>Meyer, Drew</b><br/> Office: 137&nbsp; Phone: 645-8822<br/> Email: <a href="mailto:drewmeye@buffalo.edu">drewmeye@buffalo.edu</a></p><p><b>Montoro, Michael<br/> </b> Office: 126&nbsp; Phone: 645-8816<br/> Email: <a href="mailto:mnmontor@buffalo.edu">mnmontor@buffalo.edu</a></p><p><b>Moore, Robert</b><br/> Office: 139&nbsp; Phone: 645-8824<br/> Email: <a href="mailto:rcmoore@buffalo.edu">rcmoore@buffalo.edu</a><br/></p></div><div class="title section"><h2 onpaste="onPasteFilterPlainText(event)" id="letter_n"> N </h2></div><div class="text parbase section"><p><b>Nguyen, Khanh Truong</b><br/> Office: 140&nbsp; Phone: 645-8825<br/> Email: <a href="mailto:kn55@buffalo.edu">kn55@buffalo.edu</a></p></div><div class="calltoaction section"><span class="teaser teaser-inline calltoaction-style-small"> <a href="#top"> <span class="teaser-inner"> <span class="teaser-title">back to top</span> </span> </a> </span></div><div class="title section"><h2 onpaste="onPasteFilterPlainText(event)" id="letter_o"> O </h2></div><div class="title section"><h2 onpaste="onPasteFilterPlainText(event)" id="letter_p"> P </h2></div><div class="text parbase section"><p><b>Peng, Jun</b><br/> Office: 139 Phone: 645-8824<b><br/> </b> Email: <a href="mailto:jpeng3@buffalo.edu">jpeng3@buffalo.edu</a></p><p><b>Poste, Alex</b><br/> Office: 140&nbsp; Phone: 645-8825<br/> Email: <a href="mailto:apposte@buffalo.edu">apposte@buffalo.edu</a></p><p>&nbsp;</p></div><div class="title section"><h2 onpaste="onPasteFilterPlainText(event)" id="letter_r"> R </h2></div><div class="text parbase section"><p><b>Rantanen, Matthew<br/> </b> Office: 130&nbsp; Phone: 645-8818<br/> Email: <a href="mailto:mattrant@buffalo.edu">mattrant@buffalo.edu</a></p><p><b>Rele, Adhish</b><br/> Office: 140 Phone: 645-8825<br/> Email: <a href="mailto:adhishpr@buffalo.edu">adhishpr@buffalo.edu</a></p><p><b>Russell, Madison</b><br/> Office: 129&nbsp; Phone: 645-8817<br/> Email: <a href="mailto:merussel@buffalo.edu">merussel@buffalo.edu</a></p><p><b>Rozwood, Bud<br/> </b> Office: 125 Phone: 645-8815<b><br/> </b> Email: <a href="mailto:budrozwo@buffalo.edu">budrozwo@buffalo.edu</a></p></div><div class="title section"><h2 onpaste="onPasteFilterPlainText(event)" id="letter_s"> S </h2></div><div class="text parbase section"><p><b>Sarkar, Sayantan<br/> </b> Office: 125&nbsp; Phone: 645-8815<br/> Email: <a href="mailto:sayantan@buffalo.edu">sayantan@buffalo.edu</a></p><p><b>Sharma, Abhishek<br/> </b> Office: 126&nbsp; Phone: 645-8816<br/> Email: aks28<a href="mailto:sayantan@buffalo.edu">@buffalo.edu</a></p><p><b>Sicuso, Luca</b><br/> Office: 131&nbsp; &nbsp;Phone: 645-8819<br/> Email: <a href="mailto:lucasicu@buffalo.edu">lucasicu@buffalo.edu</a></p><p><b>Solanki, Deepisha</b><br/> Office: 140&nbsp; Phone: 645-8825<br/> Email: <a href="mailto:deepisha@buffalo.edu">deepisha@buffalo.edu</a></p><p><b>Som, Bratati<br/> </b> Office: 132 Phone: 645-8820<br/> Email: <a href="mailto:bratatis@buffalo.edu">bratatis@buffalo.edu</a></p><p><b>Song, Zhao<br/> </b> Office: 131 Phone: 645-8819<br/> Email: <a href="mailto:zhaosong@buffalo.edu">zhaosong@buffalo.edu</a></p><p><b>Sullivan, Mark</b><br/> Office: 136&nbsp; Phone: 645-8821<br/> Email: <a href="mailto:marksull@buffalo.edu">marksull@buffalo.edu</a></p><p><b>Sun, Yuxun</b><br/> Office: 137 Phone: 645-8822<br/> Email: <a href="mailto:yuxunsun@buffalo.edu">yuxunsun@buffalo.edu</a></p></div><div class="title section"><h2 onpaste="onPasteFilterPlainText(event)" id="letter_t"> T </h2></div><div class="text parbase section"><p><b>Thongprayoon, Chanon</b><br/> Office: 125&nbsp; Phone: 645-8815<br/> Email:&nbsp;<a href="mailto:chanonth@buffalo.edu">chanonth@buffalo.edu</a><br/> <br/> <br/></p></div><div class="calltoaction section"><span class="teaser teaser-inline calltoaction-style-small"> <a href="#top"> <span class="teaser-inner"> <span class="teaser-title">back to top</span> </span> </a> </span></div><div class="title section"><h2 onpaste="onPasteFilterPlainText(event)" id="letter_u"> U </h2></div><div class="title section"><h2 onpaste="onPasteFilterPlainText(event)" id="letter_v"> V </h2></div><div class="text parbase section"><p><b>Vadnere, Arya Abhijeet</b><br/> Office: 132 Mathematics Building<br/> Phone: 645-8820<br/> Email: <a href="mailto:aryaabhi@buffalo.edu">aryaabhi@buffalo.edu</a></p><p><b>Vinal, Gregory<br/> </b> Office: 126&nbsp; Phone: 645-8816<br/> Email: <a href="mailto:chanonth@buffalo.edu">gregoryv@buffalo.edu</a></p><p>&nbsp;</p></div><div class="title section"><h2 onpaste="onPasteFilterPlainText(event)" id="letter_w"> W </h2></div><div class="text parbase section"><p><b>Wang, Daxun<br/> </b>Office: 141 Phone: 645-8825<br/> Email: <a href="mailto:daxunwan@buffalo.edu">daxunwan@buffalo.edu</a></p><p><b>Wang, Shiruo<br/> </b> Office: 125 Phone: 645-8815<br/> Email: <a href="mailto:bwang32@buffalo.edu">shiruowa@buffalo.edu</a></p></div><div class="calltoaction section"><span class="teaser teaser-inline calltoaction-style-small"> <a href="#top"> <span class="teaser-inner"> <span class="teaser-title">back to top</span> </span> </a> </span></div><div class="title section"><h2 onpaste="onPasteFilterPlainText(event)" id="letter_y"> Y </h2></div><div class="text parbase section"><p><b>Yuan, Cheng</b><br/> Office: 137&nbsp; Phone: 645-8822<br/> Email: <a href="mailto:chengyua@buffalo.edu">chengyua@buffalo.edu</a></p></div><div class="title section"><h2 onpaste="onPasteFilterPlainText(event)" id="letter_z"> Z </h2></div><div class="text parbase section"><p><b>Zhang, Baoming</b><br/> Office: 140 Phone: 645-8825<br/> Email: <a href="mailto:baomingz@buffalo.edu">baomingz@buffalo.edu</a></p><p><b>Zhao, Bojun</b><br/> Office: 140 Phone: 645-8825<br/> Email: <a href="mailto:bojunzha@buffalo.edu">bojunzha@buffalo.edu</a></p><p><b>Ziegler, Cameron</b><br/> Office: 140&nbsp; 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HTML

%%HTML

<html>

<head>
<style>
.myclass {
    color: magenta;
    font-weight: 900;
    background-color: lime;   
}
</style>

</head>





<body>
<h1 style="color:red; font-size:100px;"> Hello! </h1>

<p>This is some text</p>
<p class="myclass"><em>This is another paragraph</em></p>

<p>This is the website of the <a href="http://www.math.buffalo.edu" target="blank_">UB Math Department</a></p>


<h2>List</h2>

<ul>
<li>Item 1</li>
<li>Item 2</li>
<li>Item 3</li>
</ul>


<h2 class="myclass">Table</h2>


<table>
<tr>
<th>Name</th><th>Score</th><th>Grade</th>
</tr>
<tr>
<td>John</td><td>90</td><td>A</td>
</tr>
<tr>
<td>Mary</td><td>72</td><td>B-</td>
</tr>
<tr>
<td>Bob</td><td>60</td><td>C+</td>
</tr>
</table>



<img src="https://picsum.photos/200" width="400" heigh="300">


</body>


</html>

Hello!

This is some text

This is another paragraph

This is the website of the UB Math Department

List

• Item 1
• Item 2
• Item 3

Table

Name	Score	Grade
John	90	A
Mary	72	B-
Bob	60	C+

Beautiful Soup

grads

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" width="680" class="img-680 cq-dd-image" src="/content/cas/math/people/grad-directory/_jcr_content/par/image.img.680.auto.jpg/1629919606956.jpg" srcset="/content/cas/math/people/grad-directory/jcr:content/par/image.img.1360.auto.q65.jpg/1629919606956.jpg 2x"></picture></noscript><picture class="no-display" contenttreeid=\'image\' contenttreestatus=\'Not published\'><source type="image/jpeg" media="(max-width: 568px)" data-srcset="/content/cas/math/people/grad-directory/jcr:content/par/image.img.448.auto.m.q50.jpg/1629919606956.jpg, /content/cas/math/people/grad-directory/jcr:content/par/image.img.576.auto.m.q50.jpg/1629919606956.jpg 2x"><source type="image/jpeg" media="(max-width: 720px)" data-srcset="/content/cas/math/people/grad-directory/jcr:content/par/image.img.688.auto.q80.jpg/1629919606956.jpg"><source type="image/jpeg" data-srcset="/content/cas/math/people/grad-directory/jcr:content/par/image.img.680.auto.jpg/1629919606956.jpg, /content/cas/math/people/grad-directory/jcr:content/par/image.img.1360.auto.q65.jpg/1629919606956.jpg 2x"><img alt="1. " width="680" class="img-680 cq-dd-image lazyload" data-src="/content/cas/math/people/grad-directory/jcr%3acontent/par/image.img.680.auto.jpg/1629919606956.jpg" data-srcset="/content/cas/math/people/grad-directory/jcr:content/par/image.img.1360.auto.q65.jpg/1629919606956.jpg 2x"></picture><script>jQuery(\'picture.no-display\').removeClass(\'no-display\');</script><!-- <span data-sly-test="false" class="aria-hidden"></span> --></div></div><div class="title section"><h2 onpaste="onPasteFilterPlainText(event)" id="top"> Mathematics Graduate Student Directory 2021-2022 </h2></div><div class="introtext text parbase section"><p><a href="#letter_a">A</a> | <a href="#letter_b">B</a> | <a href="#letter_c">C</a> | <a href="#letter_d">D</a> | E | <a href="#letter_f">F</a> | <a href="#letter_g">G</a> | <a href="#letter_h">H</a> | I | <a href="#letter_j">J</a> | <a href="#letter_h">K</a> | <a href="#letter_l">L</a> | <a href="#letter_m">M</a> | <a href="#letter_n">N</a> | <a href="#letter_o">O</a> | <a href="#letter_p">P</a> | Q | <a href="#letter_r">R</a> | <a href="#letter_s">S</a> | <a href="#letter_t">T</a> | <a href="#letter_u">U</a> | <a href="#letter_v">V</a> | <a href="#letter_w">W</a> | <a href="#letter_x">X</a> | <a href="#letter_y">Y</a> | <a href="#letter_z">Z</a></p></div><div class="hr hrline" style="clear:left"></div><div class="text parbase section"><p><i>Offices as listed are in the Mathematics Building, North Campus.</i></p></div><div class="hr hrline" style="clear:left"></div><div class="title section"><h2 onpaste="onPasteFilterPlainText(event)" id="title_3"> A </h2></div><div class="text parbase section"><p><b>Abeya Ranasinghe Mudiyanselage, Asela V.</b><br/> Office: 138&nbsp; Phone: 645-8823<br/> Email: <a href="mailto:aselavir@buffalo.edu">aselavir@buffalo.edu</a></p><p><b>Ahn, Min Woong</b><br/> Office: 126&nbsp; Phone: 645-8816<br/> Email:&nbsp;<a href="mailto:minwoong@buffalo.edu">minwoong@buffalo.edu</a></p><p><b>Alegria, Linda</b><br/> Office: 138 Phone: 645-8823<br/> Email: <a href="mailto:lindaale@buffalo.edu">lindaale@buffalo.edu</a><br/></p></div><div class="hr hrline" style="clear:left"></div><div class="title section"><h2 onpaste="onPasteFilterPlainText(event)" id="letter_b"> B </h2></div><div class="text parbase section"><p><b>Betz, Katherine</b><br/> Office: 132 Phone: 645-8820<br/> Email: <a href="mailto:kbetz2@buffalo.edu">kbetz2@buffalo.edu</a></p><p><b>Bhaumik, Jnanajyoti</b><br/> Office: 129 Mathematics Building<br/> Phone: 645-8817<br/> Email: <a href="mailto:jnanajyo@buffalo.edu">jnanajyo@buffalo.edu</a></p><p>&nbsp;</p></div><div class="calltoaction section"><span class="teaser teaser-inline calltoaction-style-small"> <a href="#top"> <span class="teaser-inner"> <span class="teaser-title">back to top</span> </span> </a> </span></div><div class="hr hrline" style="clear:left"></div><div class="title section"><h2 onpaste="onPasteFilterPlainText(event)" id="letter_c"> C </h2></div><div class="text parbase section"><p><b>Cain Charles</b><br/> Email: <a href="mailto:ccain2@buffalo.edu">ccain2@buffalo.edu</a></p><p><b>Casper, Michael<br/> </b> Office: 222&nbsp; Phone: 645-8779<br/> Email: <a href="mailto:mjcasper@buffalo.edu">mjcasper@buffalo.edu</a></p><p><b>Chang, Hong<br/> </b> Office: 136 Phone: 645-8821<br/> Email: <a href="mailto:hchang24@buffalo.edu">hchang24@buffalo.edu</a></p><p><b>Chen, Yen-Lin<br/> </b> Office: 125 Phone: 645-8815<br/> Email: <a href="mailto:yenlinch@buffalo.edu">yenlinch@buffalo.edu</a><br/></p><p><b>Cheuk, Ka Yue<br/> </b> Office: 140 Phone: 645-8825<br/> Email: <a href="mailto:kayueche@buffalo.edu">kayueche@buffalo.edu</a></p><p><b>Cosgrove, Gage (Makenzie)<br/> </b> Office: 139 Phone: 645-8824<br/> Email: <a href="mailto:gagecosg@buffalo.edu">gagecosg@buffalo.edu</a></p><p>&nbsp;</p></div><div class="hr hrline" style="clear:left"></div><div class="calltoaction section"><span class="teaser teaser-inline calltoaction-style-small"> <a href="#top"> <span class="teaser-inner"> <span class="teaser-title">back to top</span> </span> </a> </span></div><div class="title section"><h2 onpaste="onPasteFilterPlainText(event)" id="letter_d"> D </h2></div><div class="title section"><h2 onpaste="onPasteFilterPlainText(event)" id="letter_e"> E </h2></div><div class="text parbase section"><p><b>Engelhardt, Carolyn<br/> </b> Email: <a href="mailto:cengelha@buffalo.edu">cengelha@buffalo.edu</a><br/></p></div><div class="title section"><h2 onpaste="onPasteFilterPlainText(event)" id="letter_f"> F </h2></div><div class="text parbase section"><p><b>Fonseca dos Reis, Elohim<br/> </b> Office: 313&nbsp; Phone: 645-8804<br/> Email: <a href="mailto:elohimfo@buffalo.edu">elohimfo@buffalo.edu</a></p></div><div class="title section"><h2 onpaste="onPasteFilterPlainText(event)" id="letter_g"> G </h2></div><div class="text parbase section"><p><b>Gkogkou, Aikaterini</b><br/> Office: 129&nbsp; Phone: 645-8817<br/> Email:&nbsp;<a href="mailto:agkogkou@buffalo.edu">agkogkou@buffalo.edu</a></p></div><div class="title section"><h2 onpaste="onPasteFilterPlainText(event)" id="letter_h"> H </h2></div><div class="text parbase section"><p><b>Haverlick, Justin<br/> </b> Office: 140&nbsp; Phone: 645-8825<br/> Email: <a href="mailto:jmhaverl@buffalo.edu">jmhaverl@buffalo.edu</a></p><p><b>Herron, Amy</b><br/> Office: 135&nbsp;&nbsp;<br/> Email:&nbsp;<a href="mailto:ajherron@buffalo.edu">ajherron@buffalo.edu</a></p><p><b>Hovland, Seth</b><br/> Office: 130&nbsp; Phone: 645-8818<br/> Email: <a href="mailto:sethhovl@buffalo.edu">sethhovl@buffalo.edu</a></p><p><b>Hung, Tsz Fun</b><br/> Office: 137&nbsp; Phone: 645-8822<br/> Email: <a href="mailto:tszfunhu@buffalo.edu">tszfunhu@buffalo.edu</a></p><p><b>Hutchings, Raymond</b><br/> Office: 140&nbsp; Phone: 645-8825<br/> Email:&nbsp;<a href="mailto:rhhutchi@buffalo.edu">rhhutchi@buffalo.edu</a></p><p><b>Huynh, Bao<br/> </b> Office: 131 Phone: 645-8819<br/> Email: <a href="mailto:baohuynh@buffalo.edu">baohuynh@buffalo.edu</a></p></div><div class="calltoaction section"><span class="teaser teaser-inline calltoaction-style-small"> <a href="#top"> <span class="teaser-inner"> <span class="teaser-title">back to top</span> </span> </a> </span></div><div class="title section"><h2 onpaste="onPasteFilterPlainText(event)" id="letter_j"> J </h2></div><div class="text parbase section"><p><b>Jeong, Myeongjin<br/> </b> Office: 244<br/> Email:<a href="mailto:mjeong31@buffalo.edu">mjeong31@buffalo.edu</a></p><p><b>Jones, Raymond</b><br/> Office: 140&nbsp; Phone: 645-8825<br/> Email: <a href="mailto:rpjones2@buffalo.edu">rpjones2@buffalo.edu</a></p></div><div class="title section"><h2 onpaste="onPasteFilterPlainText(event)" id="letter_k"> K </h2></div><div class="text parbase section"><p><b>Kilic, Bengier Ulgen<br/> </b> Office: 106 Phone: 645-8763<br/> Email: <a href="mailto:bengieru@buffalo.edu">bengieru@buffalo.edu</a></p><p><b>Kim, Jiseong<br/> </b> Office: 125 Phone: 645-8815<br/> Email: <a href="mailto:jiseongk@buffalo.edu">jiseongk@buffalo.edu</a></p><p><b>Kireyev, Dmitri</b><br/> Office: 129&nbsp; Phone: 645-8817<br/> Email: <a href="mailto:dmitriki@buffalo.edu">dmitriki@buffalo.edu</a><br/></p></div><div class="calltoaction section"><span class="teaser teaser-inline calltoaction-style-small"> <a href="#top"> <span class="teaser-inner"> <span class="teaser-title">back to top</span> </span> </a> </span></div><div class="title section"><h2 onpaste="onPasteFilterPlainText(event)" id="letter_l"> L </h2></div><div class="text parbase section"><p><b>Le, Minh Quang</b><br/> Office: 131&nbsp; Phone: 645-8819<br/> Email: <a href="mailto:minhquan@buffalo.edu">minhquan@buffalo.edu</a></p><p><b>Leonard, Dakota</b><br/> Office: 131&nbsp; Phone: 645-8819<br/> Email: <a href="mailto:dl42@buffalo.edu">dl42@buffalo.edu</a></p><p><b>Liao, Chang-Chih</b><br/> Office: 138&nbsp; Phone: 645-8823<br/> Email: <a href="mailto:cliao9@buffalo.edu">cliao9@buffalo.edu</a></p><p><b>Liao, Yanzhan</b><br/> Office: 140 Phone: 645-8825<br/> Email: <a href="mailto:yanzhanl@buffalo.edu">yanzhanl@buffalo.edu</a></p><p><b>Liu, Ruodan</b><br/> Office: 135 Phone: 645-8832<br/> Email: <a href="mailto:rliu8@buffalo.edu">rliu8@buffalo.edu</a></p><p><b>Liu,Tianmou<br/> </b> Office: 136 Phone: 645-8821<br/> Email: <a href="mailto:tianmoul@buffalo.edu">tianmoul@buffalo.edu</a></p><p><b>Liu, Yuan</b><br/> Office: 135 Phone: 645-8832<br/> Email: <a href="mailto:yuanliu@buffalo.edu">yuanliu@buffalo.edu</a></p><p>&nbsp;</p></div><div class="calltoaction section"><span class="teaser teaser-inline calltoaction-style-small"> <a href="#top"> <span class="teaser-inner"> <span class="teaser-title">back to top</span> </span> </a> </span></div><div class="title section"><h2 onpaste="onPasteFilterPlainText(event)" id="letter_m"> M </h2></div><div class="text parbase section"><p><b>Ma, Ning<br/> </b> Office: 125&nbsp; Phone: 645-8815<br/> Email: <a href="mailto:nma22@buffalo.edu">nma22@buffalo.edu</a><br/></p><p><b>Ma, Renda<br/> </b> Office: 125&nbsp; Phone: 645-8815<br/> Email: <a href="mailto:rendama@buffalo.edu">rendama@buffalo.edu</a></p><p><b>Ma, Yuqing</b><br/> Office: 138&nbsp; Phone: 645-8823&nbsp;<br/> Email: <a href="mailto:yuqingma@buffalo.edu">yuqingma@buffalo.edu</a></p><p><b>Meng, Lingqi<br/> </b> Office: 130 Phone: 645-8818<br/> Email: <a href="mailto:lingqime@buffalo.edu">lingqime@buffalo.edu</a></p><p><b>Meyer, Drew</b><br/> Office: 137&nbsp; Phone: 645-8822<br/> Email: <a href="mailto:drewmeye@buffalo.edu">drewmeye@buffalo.edu</a></p><p><b>Montoro, Michael<br/> </b> Office: 126&nbsp; Phone: 645-8816<br/> Email: <a href="mailto:mnmontor@buffalo.edu">mnmontor@buffalo.edu</a></p><p><b>Moore, Robert</b><br/> Office: 139&nbsp; Phone: 645-8824<br/> Email: <a href="mailto:rcmoore@buffalo.edu">rcmoore@buffalo.edu</a><br/></p></div><div class="title section"><h2 onpaste="onPasteFilterPlainText(event)" id="letter_n"> N </h2></div><div class="text parbase section"><p><b>Nguyen, Khanh Truong</b><br/> Office: 140&nbsp; Phone: 645-8825<br/> Email: <a href="mailto:kn55@buffalo.edu">kn55@buffalo.edu</a></p></div><div class="calltoaction section"><span class="teaser teaser-inline calltoaction-style-small"> <a href="#top"> <span class="teaser-inner"> <span class="teaser-title">back to top</span> </span> </a> </span></div><div class="title section"><h2 onpaste="onPasteFilterPlainText(event)" id="letter_o"> O </h2></div><div class="title section"><h2 onpaste="onPasteFilterPlainText(event)" id="letter_p"> P </h2></div><div class="text parbase section"><p><b>Peng, Jun</b><br/> Office: 139 Phone: 645-8824<b><br/> </b> Email: <a href="mailto:jpeng3@buffalo.edu">jpeng3@buffalo.edu</a></p><p><b>Poste, Alex</b><br/> Office: 140&nbsp; Phone: 645-8825<br/> Email: <a href="mailto:apposte@buffalo.edu">apposte@buffalo.edu</a></p><p>&nbsp;</p></div><div class="title section"><h2 onpaste="onPasteFilterPlainText(event)" id="letter_r"> R </h2></div><div class="text parbase section"><p><b>Rantanen, Matthew<br/> </b> Office: 130&nbsp; Phone: 645-8818<br/> Email: <a href="mailto:mattrant@buffalo.edu">mattrant@buffalo.edu</a></p><p><b>Rele, Adhish</b><br/> Office: 140 Phone: 645-8825<br/> Email: <a href="mailto:adhishpr@buffalo.edu">adhishpr@buffalo.edu</a></p><p><b>Russell, Madison</b><br/> Office: 129&nbsp; Phone: 645-8817<br/> Email: <a href="mailto:merussel@buffalo.edu">merussel@buffalo.edu</a></p><p><b>Rozwood, Bud<br/> </b> Office: 125 Phone: 645-8815<b><br/> </b> Email: <a href="mailto:budrozwo@buffalo.edu">budrozwo@buffalo.edu</a></p></div><div class="title section"><h2 onpaste="onPasteFilterPlainText(event)" id="letter_s"> S </h2></div><div class="text parbase section"><p><b>Sarkar, Sayantan<br/> </b> Office: 125&nbsp; Phone: 645-8815<br/> Email: <a href="mailto:sayantan@buffalo.edu">sayantan@buffalo.edu</a></p><p><b>Sharma, Abhishek<br/> </b> Office: 126&nbsp; Phone: 645-8816<br/> Email: aks28<a href="mailto:sayantan@buffalo.edu">@buffalo.edu</a></p><p><b>Sicuso, Luca</b><br/> Office: 131&nbsp; &nbsp;Phone: 645-8819<br/> Email: <a href="mailto:lucasicu@buffalo.edu">lucasicu@buffalo.edu</a></p><p><b>Solanki, Deepisha</b><br/> Office: 140&nbsp; Phone: 645-8825<br/> Email: <a href="mailto:deepisha@buffalo.edu">deepisha@buffalo.edu</a></p><p><b>Som, Bratati<br/> </b> Office: 132 Phone: 645-8820<br/> Email: <a href="mailto:bratatis@buffalo.edu">bratatis@buffalo.edu</a></p><p><b>Song, Zhao<br/> </b> Office: 131 Phone: 645-8819<br/> Email: <a href="mailto:zhaosong@buffalo.edu">zhaosong@buffalo.edu</a></p><p><b>Sullivan, Mark</b><br/> Office: 136&nbsp; Phone: 645-8821<br/> Email: <a href="mailto:marksull@buffalo.edu">marksull@buffalo.edu</a></p><p><b>Sun, Yuxun</b><br/> Office: 137 Phone: 645-8822<br/> Email: <a href="mailto:yuxunsun@buffalo.edu">yuxunsun@buffalo.edu</a></p></div><div class="title section"><h2 onpaste="onPasteFilterPlainText(event)" id="letter_t"> T </h2></div><div class="text parbase section"><p><b>Thongprayoon, Chanon</b><br/> Office: 125&nbsp; Phone: 645-8815<br/> Email:&nbsp;<a href="mailto:chanonth@buffalo.edu">chanonth@buffalo.edu</a><br/> <br/> <br/></p></div><div class="calltoaction section"><span class="teaser teaser-inline calltoaction-style-small"> <a href="#top"> <span class="teaser-inner"> <span class="teaser-title">back to top</span> </span> </a> </span></div><div class="title section"><h2 onpaste="onPasteFilterPlainText(event)" id="letter_u"> U </h2></div><div class="title section"><h2 onpaste="onPasteFilterPlainText(event)" id="letter_v"> V </h2></div><div class="text parbase section"><p><b>Vadnere, Arya Abhijeet</b><br/> Office: 132 Mathematics Building<br/> Phone: 645-8820<br/> Email: <a href="mailto:aryaabhi@buffalo.edu">aryaabhi@buffalo.edu</a></p><p><b>Vinal, Gregory<br/> </b> Office: 126&nbsp; Phone: 645-8816<br/> Email: <a href="mailto:chanonth@buffalo.edu">gregoryv@buffalo.edu</a></p><p>&nbsp;</p></div><div class="title section"><h2 onpaste="onPasteFilterPlainText(event)" id="letter_w"> W </h2></div><div class="text parbase section"><p><b>Wang, Daxun<br/> </b>Office: 141 Phone: 645-8825<br/> Email: <a href="mailto:daxunwan@buffalo.edu">daxunwan@buffalo.edu</a></p><p><b>Wang, Shiruo<br/> </b> Office: 125 Phone: 645-8815<br/> Email: <a href="mailto:bwang32@buffalo.edu">shiruowa@buffalo.edu</a></p></div><div class="calltoaction section"><span class="teaser teaser-inline calltoaction-style-small"> <a href="#top"> <span class="teaser-inner"> <span class="teaser-title">back to top</span> </span> </a> </span></div><div class="title section"><h2 onpaste="onPasteFilterPlainText(event)" id="letter_y"> Y </h2></div><div class="text parbase section"><p><b>Yuan, Cheng</b><br/> Office: 137&nbsp; Phone: 645-8822<br/> Email: <a href="mailto:chengyua@buffalo.edu">chengyua@buffalo.edu</a></p></div><div class="title section"><h2 onpaste="onPasteFilterPlainText(event)" id="letter_z"> Z </h2></div><div class="text parbase section"><p><b>Zhang, Baoming</b><br/> Office: 140 Phone: 645-8825<br/> Email: <a href="mailto:baomingz@buffalo.edu">baomingz@buffalo.edu</a></p><p><b>Zhao, Bojun</b><br/> Office: 140 Phone: 645-8825<br/> Email: <a href="mailto:bojunzha@buffalo.edu">bojunzha@buffalo.edu</a></p><p><b>Ziegler, Cameron</b><br/> Office: 140&nbsp; 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from bs4 import BeautifulSoup


soup = BeautifulSoup(grads)

print(soup.prettify())

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                Graduate Student Directory
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                Mathematics Graduate Student Directory 2021-2022
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               <p>
                <a href="#letter_a">
                 A
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                |
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                 B
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                 C
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                 D
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                | E |
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                 F
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                 G
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                 H
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                | I |
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                 J
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                 K
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                |
                <a href="#letter_l">
                 L
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                 M
                </a>
                |
                <a href="#letter_n">
                 N
                </a>
                |
                <a href="#letter_o">
                 O
                </a>
                |
                <a href="#letter_p">
                 P
                </a>
                | Q |
                <a href="#letter_r">
                 R
                </a>
                |
                <a href="#letter_s">
                 S
                </a>
                |
                <a href="#letter_t">
                 T
                </a>
                |
                <a href="#letter_u">
                 U
                </a>
                |
                <a href="#letter_v">
                 V
                </a>
                |
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                 W
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                |
                <a href="#letter_x">
                 X
                </a>
                |
                <a href="#letter_y">
                 Y
                </a>
                |
                <a href="#letter_z">
                 Z
                </a>
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                <i>
                 Offices as listed are in the Mathematics Building, North Campus.
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               <h2 id="title_3" onpaste="onPasteFilterPlainText(event)">
                A
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                <b>
                 Abeya Ranasinghe Mudiyanselage, Asela V.
                </b>
                <br/>
                Office: 138  Phone: 645-8823
                <br/>
                Email:
                <a href="mailto:aselavir@buffalo.edu">
                 aselavir@buffalo.edu
                </a>
               </p>
               <p>
                <b>
                 Ahn, Min Woong
                </b>
                <br/>
                Office: 126  Phone: 645-8816
                <br/>
                Email:
                <a href="mailto:minwoong@buffalo.edu">
                 minwoong@buffalo.edu
                </a>
               </p>
               <p>
                <b>
                 Alegria, Linda
                </b>
                <br/>
                Office: 138 Phone: 645-8823
                <br/>
                Email:
                <a href="mailto:lindaale@buffalo.edu">
                 lindaale@buffalo.edu
                </a>
                <br/>
               </p>
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                B
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                <b>
                 Betz, Katherine
                </b>
                <br/>
                Office: 132 Phone: 645-8820
                <br/>
                Email:
                <a href="mailto:kbetz2@buffalo.edu">
                 kbetz2@buffalo.edu
                </a>
               </p>
               <p>
                <b>
                 Bhaumik, Jnanajyoti
                </b>
                <br/>
                Office: 129 Mathematics Building
                <br/>
                Phone: 645-8817
                <br/>
                Email:
                <a href="mailto:jnanajyo@buffalo.edu">
                 jnanajyo@buffalo.edu
                </a>
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                C
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               <p>
                <b>
                 Cain Charles
                </b>
                <br/>
                Email:
                <a href="mailto:ccain2@buffalo.edu">
                 ccain2@buffalo.edu
                </a>
               </p>
               <p>
                <b>
                 Casper, Michael
                 <br/>
                </b>
                Office: 222  Phone: 645-8779
                <br/>
                Email:
                <a href="mailto:mjcasper@buffalo.edu">
                 mjcasper@buffalo.edu
                </a>
               </p>
               <p>
                <b>
                 Chang, Hong
                 <br/>
                </b>
                Office: 136 Phone: 645-8821
                <br/>
                Email:
                <a href="mailto:hchang24@buffalo.edu">
                 hchang24@buffalo.edu
                </a>
               </p>
               <p>
                <b>
                 Chen, Yen-Lin
                 <br/>
                </b>
                Office: 125 Phone: 645-8815
                <br/>
                Email:
                <a href="mailto:yenlinch@buffalo.edu">
                 yenlinch@buffalo.edu
                </a>
                <br/>
               </p>
               <p>
                <b>
                 Cheuk, Ka Yue
                 <br/>
                </b>
                Office: 140 Phone: 645-8825
                <br/>
                Email:
                <a href="mailto:kayueche@buffalo.edu">
                 kayueche@buffalo.edu
                </a>
               </p>
               <p>
                <b>
                 Cosgrove, Gage (Makenzie)
                 <br/>
                </b>
                Office: 139 Phone: 645-8824
                <br/>
                Email:
                <a href="mailto:gagecosg@buffalo.edu">
                 gagecosg@buffalo.edu
                </a>
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                D
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                E
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                <b>
                 Engelhardt, Carolyn
                 <br/>
                </b>
                Email:
                <a href="mailto:cengelha@buffalo.edu">
                 cengelha@buffalo.edu
                </a>
                <br/>
               </p>
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              <div class="title section">
               <h2 id="letter_f" onpaste="onPasteFilterPlainText(event)">
                F
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               <p>
                <b>
                 Fonseca dos Reis, Elohim
                 <br/>
                </b>
                Office: 313  Phone: 645-8804
                <br/>
                Email:
                <a href="mailto:elohimfo@buffalo.edu">
                 elohimfo@buffalo.edu
                </a>
               </p>
              </div>
              <div class="title section">
               <h2 id="letter_g" onpaste="onPasteFilterPlainText(event)">
                G
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               <p>
                <b>
                 Gkogkou, Aikaterini
                </b>
                <br/>
                Office: 129  Phone: 645-8817
                <br/>
                Email:
                <a href="mailto:agkogkou@buffalo.edu">
                 agkogkou@buffalo.edu
                </a>
               </p>
              </div>
              <div class="title section">
               <h2 id="letter_h" onpaste="onPasteFilterPlainText(event)">
                H
               </h2>
              </div>
              <div class="text parbase section">
               <p>
                <b>
                 Haverlick, Justin
                 <br/>
                </b>
                Office: 140  Phone: 645-8825
                <br/>
                Email:
                <a href="mailto:jmhaverl@buffalo.edu">
                 jmhaverl@buffalo.edu
                </a>
               </p>
               <p>
                <b>
                 Herron, Amy
                </b>
                <br/>
                Office: 135
                <br/>
                Email:
                <a href="mailto:ajherron@buffalo.edu">
                 ajherron@buffalo.edu
                </a>
               </p>
               <p>
                <b>
                 Hovland, Seth
                </b>
                <br/>
                Office: 130  Phone: 645-8818
                <br/>
                Email:
                <a href="mailto:sethhovl@buffalo.edu">
                 sethhovl@buffalo.edu
                </a>
               </p>
               <p>
                <b>
                 Hung, Tsz Fun
                </b>
                <br/>
                Office: 137  Phone: 645-8822
                <br/>
                Email:
                <a href="mailto:tszfunhu@buffalo.edu">
                 tszfunhu@buffalo.edu
                </a>
               </p>
               <p>
                <b>
                 Hutchings, Raymond
                </b>
                <br/>
                Office: 140  Phone: 645-8825
                <br/>
                Email:
                <a href="mailto:rhhutchi@buffalo.edu">
                 rhhutchi@buffalo.edu
                </a>
               </p>
               <p>
                <b>
                 Huynh, Bao
                 <br/>
                </b>
                Office: 131 Phone: 645-8819
                <br/>
                Email:
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                </a>
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               <h2 id="letter_j" onpaste="onPasteFilterPlainText(event)">
                J
               </h2>
              </div>
              <div class="text parbase section">
               <p>
                <b>
                 Jeong, Myeongjin
                 <br/>
                </b>
                Office: 244
                <br/>
                Email:
                <a href="mailto:mjeong31@buffalo.edu">
                 mjeong31@buffalo.edu
                </a>
               </p>
               <p>
                <b>
                 Jones, Raymond
                </b>
                <br/>
                Office: 140  Phone: 645-8825
                <br/>
                Email:
                <a href="mailto:rpjones2@buffalo.edu">
                 rpjones2@buffalo.edu
                </a>
               </p>
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              <div class="title section">
               <h2 id="letter_k" onpaste="onPasteFilterPlainText(event)">
                K
               </h2>
              </div>
              <div class="text parbase section">
               <p>
                <b>
                 Kilic, Bengier Ulgen
                 <br/>
                </b>
                Office: 106 Phone: 645-8763
                <br/>
                Email:
                <a href="mailto:bengieru@buffalo.edu">
                 bengieru@buffalo.edu
                </a>
               </p>
               <p>
                <b>
                 Kim, Jiseong
                 <br/>
                </b>
                Office: 125 Phone: 645-8815
                <br/>
                Email:
                <a href="mailto:jiseongk@buffalo.edu">
                 jiseongk@buffalo.edu
                </a>
               </p>
               <p>
                <b>
                 Kireyev, Dmitri
                </b>
                <br/>
                Office: 129  Phone: 645-8817
                <br/>
                Email:
                <a href="mailto:dmitriki@buffalo.edu">
                 dmitriki@buffalo.edu
                </a>
                <br/>
               </p>
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               <h2 id="letter_l" onpaste="onPasteFilterPlainText(event)">
                L
               </h2>
              </div>
              <div class="text parbase section">
               <p>
                <b>
                 Le, Minh Quang
                </b>
                <br/>
                Office: 131  Phone: 645-8819
                <br/>
                Email:
                <a href="mailto:minhquan@buffalo.edu">
                 minhquan@buffalo.edu
                </a>
               </p>
               <p>
                <b>
                 Leonard, Dakota
                </b>
                <br/>
                Office: 131  Phone: 645-8819
                <br/>
                Email:
                <a href="mailto:dl42@buffalo.edu">
                 dl42@buffalo.edu
                </a>
               </p>
               <p>
                <b>
                 Liao, Chang-Chih
                </b>
                <br/>
                Office: 138  Phone: 645-8823
                <br/>
                Email:
                <a href="mailto:cliao9@buffalo.edu">
                 cliao9@buffalo.edu
                </a>
               </p>
               <p>
                <b>
                 Liao, Yanzhan
                </b>
                <br/>
                Office: 140 Phone: 645-8825
                <br/>
                Email:
                <a href="mailto:yanzhanl@buffalo.edu">
                 yanzhanl@buffalo.edu
                </a>
               </p>
               <p>
                <b>
                 Liu, Ruodan
                </b>
                <br/>
                Office: 135 Phone: 645-8832
                <br/>
                Email:
                <a href="mailto:rliu8@buffalo.edu">
                 rliu8@buffalo.edu
                </a>
               </p>
               <p>
                <b>
                 Liu,Tianmou
                 <br/>
                </b>
                Office: 136 Phone: 645-8821
                <br/>
                Email:
                <a href="mailto:tianmoul@buffalo.edu">
                 tianmoul@buffalo.edu
                </a>
               </p>
               <p>
                <b>
                 Liu, Yuan
                </b>
                <br/>
                Office: 135 Phone: 645-8832
                <br/>
                Email:
                <a href="mailto:yuanliu@buffalo.edu">
                 yuanliu@buffalo.edu
                </a>
               </p>
               <p>
               </p>
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               <h2 id="letter_m" onpaste="onPasteFilterPlainText(event)">
                M
               </h2>
              </div>
              <div class="text parbase section">
               <p>
                <b>
                 Ma, Ning
                 <br/>
                </b>
                Office: 125  Phone: 645-8815
                <br/>
                Email:
                <a href="mailto:nma22@buffalo.edu">
                 nma22@buffalo.edu
                </a>
                <br/>
               </p>
               <p>
                <b>
                 Ma, Renda
                 <br/>
                </b>
                Office: 125  Phone: 645-8815
                <br/>
                Email:
                <a href="mailto:rendama@buffalo.edu">
                 rendama@buffalo.edu
                </a>
               </p>
               <p>
                <b>
                 Ma, Yuqing
                </b>
                <br/>
                Office: 138  Phone: 645-8823
                <br/>
                Email:
                <a href="mailto:yuqingma@buffalo.edu">
                 yuqingma@buffalo.edu
                </a>
               </p>
               <p>
                <b>
                 Meng, Lingqi
                 <br/>
                </b>
                Office: 130 Phone: 645-8818
                <br/>
                Email:
                <a href="mailto:lingqime@buffalo.edu">
                 lingqime@buffalo.edu
                </a>
               </p>
               <p>
                <b>
                 Meyer, Drew
                </b>
                <br/>
                Office: 137  Phone: 645-8822
                <br/>
                Email:
                <a href="mailto:drewmeye@buffalo.edu">
                 drewmeye@buffalo.edu
                </a>
               </p>
               <p>
                <b>
                 Montoro, Michael
                 <br/>
                </b>
                Office: 126  Phone: 645-8816
                <br/>
                Email:
                <a href="mailto:mnmontor@buffalo.edu">
                 mnmontor@buffalo.edu
                </a>
               </p>
               <p>
                <b>
                 Moore, Robert
                </b>
                <br/>
                Office: 139  Phone: 645-8824
                <br/>
                Email:
                <a href="mailto:rcmoore@buffalo.edu">
                 rcmoore@buffalo.edu
                </a>
                <br/>
               </p>
              </div>
              <div class="title section">
               <h2 id="letter_n" onpaste="onPasteFilterPlainText(event)">
                N
               </h2>
              </div>
              <div class="text parbase section">
               <p>
                <b>
                 Nguyen, Khanh Truong
                </b>
                <br/>
                Office: 140  Phone: 645-8825
                <br/>
                Email:
                <a href="mailto:kn55@buffalo.edu">
                 kn55@buffalo.edu
                </a>
               </p>
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               <h2 id="letter_o" onpaste="onPasteFilterPlainText(event)">
                O
               </h2>
              </div>
              <div class="title section">
               <h2 id="letter_p" onpaste="onPasteFilterPlainText(event)">
                P
               </h2>
              </div>
              <div class="text parbase section">
               <p>
                <b>
                 Peng, Jun
                </b>
                <br/>
                Office: 139 Phone: 645-8824
                <b>
                 <br/>
                </b>
                Email:
                <a href="mailto:jpeng3@buffalo.edu">
                 jpeng3@buffalo.edu
                </a>
               </p>
               <p>
                <b>
                 Poste, Alex
                </b>
                <br/>
                Office: 140  Phone: 645-8825
                <br/>
                Email:
                <a href="mailto:apposte@buffalo.edu">
                 apposte@buffalo.edu
                </a>
               </p>
               <p>
               </p>
              </div>
              <div class="title section">
               <h2 id="letter_r" onpaste="onPasteFilterPlainText(event)">
                R
               </h2>
              </div>
              <div class="text parbase section">
               <p>
                <b>
                 Rantanen, Matthew
                 <br/>
                </b>
                Office: 130  Phone: 645-8818
                <br/>
                Email:
                <a href="mailto:mattrant@buffalo.edu">
                 mattrant@buffalo.edu
                </a>
               </p>
               <p>
                <b>
                 Rele, Adhish
                </b>
                <br/>
                Office: 140 Phone: 645-8825
                <br/>
                Email:
                <a href="mailto:adhishpr@buffalo.edu">
                 adhishpr@buffalo.edu
                </a>
               </p>
               <p>
                <b>
                 Russell, Madison
                </b>
                <br/>
                Office: 129  Phone: 645-8817
                <br/>
                Email:
                <a href="mailto:merussel@buffalo.edu">
                 merussel@buffalo.edu
                </a>
               </p>
               <p>
                <b>
                 Rozwood, Bud
                 <br/>
                </b>
                Office: 125 Phone: 645-8815
                <b>
                 <br/>
                </b>
                Email:
                <a href="mailto:budrozwo@buffalo.edu">
                 budrozwo@buffalo.edu
                </a>
               </p>
              </div>
              <div class="title section">
               <h2 id="letter_s" onpaste="onPasteFilterPlainText(event)">
                S
               </h2>
              </div>
              <div class="text parbase section">
               <p>
                <b>
                 Sarkar, Sayantan
                 <br/>
                </b>
                Office: 125  Phone: 645-8815
                <br/>
                Email:
                <a href="mailto:sayantan@buffalo.edu">
                 sayantan@buffalo.edu
                </a>
               </p>
               <p>
                <b>
                 Sharma, Abhishek
                 <br/>
                </b>
                Office: 126  Phone: 645-8816
                <br/>
                Email: aks28
                <a href="mailto:sayantan@buffalo.edu">
                 @buffalo.edu
                </a>
               </p>
               <p>
                <b>
                 Sicuso, Luca
                </b>
                <br/>
                Office: 131   Phone: 645-8819
                <br/>
                Email:
                <a href="mailto:lucasicu@buffalo.edu">
                 lucasicu@buffalo.edu
                </a>
               </p>
               <p>
                <b>
                 Solanki, Deepisha
                </b>
                <br/>
                Office: 140  Phone: 645-8825
                <br/>
                Email:
                <a href="mailto:deepisha@buffalo.edu">
                 deepisha@buffalo.edu
                </a>
               </p>
               <p>
                <b>
                 Som, Bratati
                 <br/>
                </b>
                Office: 132 Phone: 645-8820
                <br/>
                Email:
                <a href="mailto:bratatis@buffalo.edu">
                 bratatis@buffalo.edu
                </a>
               </p>
               <p>
                <b>
                 Song, Zhao
                 <br/>
                </b>
                Office: 131 Phone: 645-8819
                <br/>
                Email:
                <a href="mailto:zhaosong@buffalo.edu">
                 zhaosong@buffalo.edu
                </a>
               </p>
               <p>
                <b>
                 Sullivan, Mark
                </b>
                <br/>
                Office: 136  Phone: 645-8821
                <br/>
                Email:
                <a href="mailto:marksull@buffalo.edu">
                 marksull@buffalo.edu
                </a>
               </p>
               <p>
                <b>
                 Sun, Yuxun
                </b>
                <br/>
                Office: 137 Phone: 645-8822
                <br/>
                Email:
                <a href="mailto:yuxunsun@buffalo.edu">
                 yuxunsun@buffalo.edu
                </a>
               </p>
              </div>
              <div class="title section">
               <h2 id="letter_t" onpaste="onPasteFilterPlainText(event)">
                T
               </h2>
              </div>
              <div class="text parbase section">
               <p>
                <b>
                 Thongprayoon, Chanon
                </b>
                <br/>
                Office: 125  Phone: 645-8815
                <br/>
                Email:
                <a href="mailto:chanonth@buffalo.edu">
                 chanonth@buffalo.edu
                </a>
                <br/>
                <br/>
                <br/>
               </p>
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                U
               </h2>
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               <h2 id="letter_v" onpaste="onPasteFilterPlainText(event)">
                V
               </h2>
              </div>
              <div class="text parbase section">
               <p>
                <b>
                 Vadnere, Arya Abhijeet
                </b>
                <br/>
                Office: 132 Mathematics Building
                <br/>
                Phone: 645-8820
                <br/>
                Email:
                <a href="mailto:aryaabhi@buffalo.edu">
                 aryaabhi@buffalo.edu
                </a>
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                <b>
                 Vinal, Gregory
                 <br/>
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                Office: 126  Phone: 645-8816
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                Email:
                <a href="mailto:chanonth@buffalo.edu">
                 gregoryv@buffalo.edu
                </a>
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               <h2 id="letter_w" onpaste="onPasteFilterPlainText(event)">
                W
               </h2>
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                <b>
                 Wang, Daxun
                 <br/>
                </b>
                Office: 141 Phone: 645-8825
                <br/>
                Email:
                <a href="mailto:daxunwan@buffalo.edu">
                 daxunwan@buffalo.edu
                </a>
               </p>
               <p>
                <b>
                 Wang, Shiruo
                 <br/>
                </b>
                Office: 125 Phone: 645-8815
                <br/>
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                <a href="mailto:bwang32@buffalo.edu">
                 shiruowa@buffalo.edu
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               <h2 id="letter_y" onpaste="onPasteFilterPlainText(event)">
                Y
               </h2>
              </div>
              <div class="text parbase section">
               <p>
                <b>
                 Yuan, Cheng
                </b>
                <br/>
                Office: 137  Phone: 645-8822
                <br/>
                Email:
                <a href="mailto:chengyua@buffalo.edu">
                 chengyua@buffalo.edu
                </a>
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              <div class="title section">
               <h2 id="letter_z" onpaste="onPasteFilterPlainText(event)">
                Z
               </h2>
              </div>
              <div class="text parbase section">
               <p>
                <b>
                 Zhang, Baoming
                </b>
                <br/>
                Office: 140 Phone: 645-8825
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                Email:
                <a href="mailto:baomingz@buffalo.edu">
                 baomingz@buffalo.edu
                </a>
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                <b>
                 Zhao, Bojun
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                <br/>
                Office: 140 Phone: 645-8825
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                Email:
                <a href="mailto:bojunzha@buffalo.edu">
                 bojunzha@buffalo.edu
                </a>
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                <b>
                 Ziegler, Cameron
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                <br/>
                Office: 140  Phone: 645-8825
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                 cz22@buffalo.edu
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links = soup.find_all('a')
links[:10]

[<a href="#skip-to-content" id="skip-to-content-link">Skip to Content</a>,
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link = links[7]
link

<a href="http://www.buffalo.edu/ub_admissions/apply-now.html" target="_blank"> Apply to UB </a>

link.attrs

{'href': 'http://www.buffalo.edu/ub_admissions/apply-now.html',
 'target': '_blank'}

link['href']

'http://www.buffalo.edu/ub_admissions/apply-now.html'

link.get_text()

' Apply to UB '